âSouthern wooded Canada (from eastern British. Columbia east to Nova ... western Guatemala and Honduras.â The ... expanded its range westward into British.
2nd Owl Symposium
Habitat Associated with Barred Owl (Strix varia) Locations in Southeastern Manitoba: A Review of a Habitat Model James R. Duncan and Amy E. Kearns1
Abstract.—A Habitat Suitability Index (HSI) model was developed for the Barred Owl (Strix varia) in southeastern Manitoba. An initial validation of the model was performed within three sizes of circular plots (314, 1,256, and 2,827 ha) centered on 28 Barred Owl locations. The model was able to predict suitable habitat at the 314 ha scale. Forest habitat characteristics within the 314 ha plots were described to suggest improvements to the model’s performance. The observed values of the three forest resource inventory variables used in the HSI model; cutting class, crown closure, and tree species composition were generally consistent with the model’s predictions. The HSI model emphasized the relative importance of white spruce (Picea glauca). This species, while present in the study area, was not detected in the habitat association analysis. A site classification variable not used in the HSI model may have some predictive value. Some of the land units identified as “unproductive areas” may also be important to Barred Owls. Data on the Barred Owl’s nesting ecology and actual home ranges are required to further validate the model. Quantifying linkages between Barred Owl habitat and viable population statistics would foster more effective forest management for this species.
Habitat Suitability Index (HSI) models are hypotheses of species-habitat relationships. They are among the most influential management tools in use today (Brooks 1997). Incremental improvements in the modelling process, from development through validation, is recommended and facilitated by publishing interim models that have not been completely validated (Brooks 1997). This paper briefly reviews the development and initial validation of a Barred Owl (Strix varia) HSI model for Manitoba and then describes forest habitat associated with 28 Barred Owl locations to suggest improvements to the model. The Barred Owl (Strix varia) is a wide ranging species found in relatively heavy, mature woods, varying from upland forests to lowland swamps in North America (Johnsgard 1988). Godfrey (1986) described its range as: “Southern wooded Canada (from eastern British Columbia east to Nova Scotia) southward
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Box 253, Balmoral, MB R0C 0H0; Natural Resources Institute, University of Manitoba, Winnipeg, MB R3T 2N2, respectively. 138
through the United States (east of the Rocky Mountains), and the mountains of Mexico to western Guatemala and Honduras.” The Barred Owl is considered uncommon in Manitoba (Duncan 1996b); it is estimated that there are approximately 1,000-1,500 Barred Owls in the province (Duncan 1994). At least 80 Barred Owl locations have been identified in Manitoba, yet only three Barred Owl breeding occurrences have been documented (Duncan 1994). Changes in forest landscapes have had a profound effect on endemic wildlife, including the Barred Owl. It has only recently (early 1900’s) expanded its range westward into British Columbia, Alaska, Washington, Oregon, Montana, and northern California (Dunbar et al. 1991, Grant 1966, Hamer et al. 1994, Jones 1987, Munro and Cowan 1947, Oeming and Jones 1955, Shea 1974, Simpson 1915, Taylor and Forsman 1976) from the east via Saskatchewan and Alberta. While the timing and cause of this expansion is questionable, humaninduced habitat change (conversion of pure coniferous forest to mixed wood forest as a result of forest harvesting) is cited as the main reason (Allen 1987, Voous 1988).
Conversely, the Barred Owl is also vulnerable to habitat loss from forest harvesting (Van Ael 1996). Mazur et al. (1997) describe it as an old growth dependent species. Barred Owl populations in southern Ontario have likely been severely reduced over the last 150 years as a result of habitat loss and forest fragmentation (Austen et al. 1994). Forest fragmentation has also had a negative impact on the Barred Owl in New Jersey (Bosakowsky et al. 1987). In order to address these concerns, Barred Owl HSI models have been developed to integrate wildlife habitat values in forest management planning (Allen 1987, Manitoba Forestry Wildlife Management Project [MFWMP] 1994, Olsen et al. 1996). HSI MODEL DEVELOPMENT The HSI model for the Barred Owl in Manitoba was developed based on a habitat use literature review (Duncan 1994) and focused on its reproductive cover requirements (MFWMP 1994). The assumption was that if the Barred Owl’s reproductive cover requirements were met then all of its life requisites would be similarly met. The rationale for developing the model was to put information about Barred Owl habitat use into a form compatible with existing Manitoba forest resource inventory (FRI) data. The Manitoba Barred Owl HSI model is expressed as the interaction between three FRI variables cutting class (V1), canopy closure (V2) and tree species composition (V3) as follows: HSI = (V1 x V2 x (V31/2))2.5. Cutting class and canopy closure are variables used to describe forest age distribution. Species composition was simplified to reflect the percent conifers within a forest stand.
Forest Resource Inventory Variables Cutting Class (V1) According to Natural Resources Manitoba (1996), cutting class is a forest variable based on “... size, vigor, state of development and maturity of the stand for harvesting purposes; the variable is interpreted from aerial photographs and ground truthing.” Cutting class is subdivided into five separate categories from one to five (table 1, appendix 1). Cutting class relates to the relative age distribution of each forest stand; it was designed to express the age of a stand with respect to its rotation age. Rotation age is the time at which a stand is ready for harvesting. In Manitoba, rotation age varies from 60 to 140 years. Rotation ages of 140 years are generally reserved for poor and wet sites with slow growth. Using rotation age as a harvesting criteria, overmature stands are defined as any stand 10 years over rotation age. These stands are designated as high priority sites for timber harvesting. The HSI model stated that the Barred Owl was associated with canopy heights > 23m. Consequently, class 3 was estimated to be of very limited value to the Barred Owl only at its upper age/size limit, and then increasingly so for classes 4 and 5 (fig. 1). Crown Closure (V2) The second forest variable used in the model is crown closure. It is defined as “... a variable estimated from aerial photographs. Four classes are recognized and entered for each stand type aggregate. Changes to the estimate
Table 1.—Mean area (ha) represented by each cutting class for a series of 28 circular 314 ha plots in southeastern Manitoba containing at least one Barred Owl (Strix varia). Cutting (age) class 0 Grass/forb 1 Shrub/seedling (3m) 3 Intermediate (>10m) 4 Mature 5 Overmature Unproductive forest
Mean area 14.1 35.8 44.4 170.5 59.5 42.1 115.8
95 percent C.I. 6.5 17.6 22.6 50.8 24.9 27.4 29.9
S.D. 17.5 47.6 60.9 137.1 66.1 75.2 80.7
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2nd Owl Symposium Species Composition (V3) The third forest variable, species composition, is based on “... the tree count (basal area), for each species in relation to the total tree count (basal area) of the stand expressed as a percentage. It is calculated to the nearest 1/10 percent for a species group determination and then rounded to the nearest 10 percent before being entered into the type aggregate.” A stand type aggregate is comprised of the forest cover type, the subtype, site class, cutting class, and lastly crown closure.
can be only made under exceptional circumstances.” Crown closure classes are defined as Class 0: 0-20 percent crown closure; Class 2: 21-50 percent; Class 3: 51-70 percent; and Class 4: >70 percent. The Barred Owl was thought to avoid code 0 and increasingly prefer codes 2 to 4 (fig. 2). [N.B. Code 1 is not defined and does not exist in the FRI database].
Relative to the first two variables, species composition was considered less important to the Barred Owl (MFWMP 1994). Given that in Manitoba the predominant hardwood is aspen (Populus spp.), and that shelter in winter can be provided by all conifers except tamarack (Larix laricina), this variable was simplified to reflect the percent softwood (fig. 3). Furthermore, when the conifer component of a mixed wood stand is largely white spruce (Picea glauca), it was considered to provide even greater opportunities for nesting (MFWMP 1994). Extensive stands of pure to nearly pure deciduous or coniferous trees were thought to be strongly avoided by the Barred Owl. Conversely, it was considered to prefer mixed wood stands (fig. 3). The model predicts the habitat associated with the Barred Owl at the forest stand level. A more in-depth discussion of the
Figure 2.—Manitoba Barred Owl (Strix varia) habitat suitability index (HSI) for crown closure (vari-able 2). Crown Closure 0 = 020 percent, 2 = 21-50 percent, 3 = 51-70 percent, and 4 = 71-100 percent (modified from MFWMP 1994).
Figure 3.—Manitoba Barred Owl (Strix varia) habitat suit-ability index (HSI) for tree species compos-ition (variable 3). Includes all conifers except tamarack. For all conifers except white spruce, HSI is reduced by 0.5 (modified from MFWMP 1994).
Figure 1.—Manitoba Barred Owl (Strix varia) habitat suit-ability index (HSI) for cutting class (variable 1). Class 0 = grass/forb, 1 = shrub/seed-ling, 2 = pole/sapling, 3 = intermediate, 4 = mature, and 5 = overmature (modified from MFWMP 1994).
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model can be found in MFWMP (1994) available from the first author. HSI MODEL INITIAL VALIDATION Owls were surveyed in southeastern Manitoba using nocturnal surveys in March/April from 1991-1995 (Duncan and Duncan 1997). Individual locations of Barred Owls were determined using triangulation and their location was assigned a latitude and longitude value and digitized into a GIS layer. It was assumed that owls were located within their home range (Duncan 1996a). As a result, a series of concentric circular plots representing the range of reported Barred Owl home range sizes (Duncan 1994) were plotted around each Barred Owl point location. Due to financial and technical constraints, circular plot sizes with radii of 1 km (314 ha), 2 km (1,256 ha) and 3 km (2,827 ha) were chosen. A series of 94 point locations were randomly generated and digitized into a GIS layer and circular plots of the same size were assigned to these random locations. The model was applied to the FRI to generate HSI values by intersecting the database with the circular plots (Duncan 1996a). HSI values were then calculated for each forest stand polygon within the circular plots. Habitat units (HU) and habitat areas (HA) were calculated for the circular plots at all three spatial scales. Habitat units (HU) were calculated by multiplying the HSI value for each polygon by the polygon’s area. A weighted measure of habitat area (HA) was then calculated as the sum of the HU’s divided by area and multiplied by 100. These data were used to make comparisons between Barred Owl and random circular plots. The data failed to approximate a normal distribution (Duncan 1996a), therefore nonparametric tests (Daniel 1978) were used to evaluate the model. Barred Owl plots with 1 km radii had significantly greater median HA values than random plots of the same size (P = 0.008, Median Test; P = 0.034, Rank Sum Test, Duncan 1996a). Laidig and Dobkin (1995) used a similar technique to evaluate Barred Owl and Great Horned Owl (Bubo virginianus) habitat in southern New Jersey. DESCRIPTION OF ASSOCIATED FOREST HABITAT In order to more closely examine the model’s ability to predict suitable Barred Owl habitat,
the description of forest stand variables (cutting class, crown closure, and species composition) in areas associated with Barred Owl locations were tabulated from Manitoba’s FRI database. This was limited to the scale (314 ha) at which the model was able to statistically predict habitat suitability (Duncan 1996a). Habitat data were summarized by cutting class, crown closure, species composition and site classification. Site classification was added for this descriptive exercise. The mean, standard deviation and 95 percent confidence intervals were calculated for the variables. Cutting Class The Barred Owl typically nests in natural cavities in large deciduous or coniferous trees (Johnsgard 1988). McGarigal and Fraser (1984) indicated that in Virginia it preferred old stands (> 80 years old) rather than young stands (< 80 years old). In the central Appalachians, Devereux and Mosher (1984) determined that eight Barred Owl nest sites were in relatively mature forest stands compared to 76 randomly selected sites. Sutton and Sutton (1985) subjectively noted that in southern New Jersey the Barred Owl was associated with “the oldest growth and uncut stands ... of hardwood forest.” In Saskatchewan (Mazur 1997) and Ontario (Van Ael 1996), it preferred mixed-age to mature forests. The consistent relationship between the Barred Owl and older mature forests reflects its need for suitable nesting cavities. These are more likely to be found in large diseased or dying trees. Therefore, substantial areas with older and larger trees (cutting classes 4 and 5) increases the likelihood of the presence of suitable nest structures. However, the most prevalent cutting class associated with the Barred Owl in this study was the intermediate class (table 1). Duncan (1994) suggested that this class was of very limited value in providing nest sites for Barred Owls, except at its upper age/size limit. There are a number of possible explanations why class 3 was so prevalent, and classes 4 and 5 were less abundant. First, circular plots are likely poor approximations for actual Barred Owl home ranges. Second, large diameter snags with suitable Barred Owl nest sites may be present as residuals within stands designated as cutting class 3. Third, the amount of forest classified as either mature and overmature (table 1) may be sufficient to provide nest sites. 141
2nd Owl Symposium A large proportion of the plots were classified as unforested or unproductive forests (table 1); these areas included treed and untreed muskeg, beaver (Castor canadensis) ponds, roads, and other areas not considered in the model.
Species composition1 Mean area
Crown Closure The HSI model predicted that the Barred Owl would avoid crown closure code 0, and increasingly prefer codes 2 to 4 (fig. 2). The observed distribution of crown closure classes qualitatively agrees with that prediction; the most prevalent crown class present was the > 71 percent canopy closure class (table 2). However, this is likely related to the corresponding prevalence of immature cutting classes (table 1). The HSI model may possibly be improved by increasing the predicted HSI value of lower crown closure classes for stands that are mature or overmature (cutting class 4 or 5).
Table 2.—Mean area ( ha) represented by each crown class for a series of 28 circular 314 ha plots in southeastern Manitoba containing at least one Barred Owl (Strix varia). Crown closure class
0: 0-20 percent 2: 21-50 percent 3: 50-71 percent 4: >71percent Unproductive forest
Mean area 14.1 40.7 84.4 226.7 115.8
95 percent C.I. 6.5 16.5 30.1 53.9 29.9
S.D.
17.5 44.4 81.4 145.7 80.7
Species Composition There was a wide diversity of general forest cover types present (appendix 2). When tree species composition is simplified to general percentage conifer classes (table 3), the mean area of stands associated with Barred Owl circular plots that are either ‘pure’ conifer or deciduous is large. The HSI model simplified species composition and predicted that pure or nearly pure stands of deciduous or coniferous trees were relatively unimportant to the Barred Owl, while mixed wood stands were preferred (MFWMP 1994). Because the FRI database rounds percent tree species to the nearest 10 percent, ‘pure’ conifer stands may actually contain deciduous trees and vice versa. Smaller stands of coniferous or deciduous trees 142
Table 3.—Mean area (ha) represented by four general tree species composition classes for a series of 28 circular 314 ha plots in southeastern Manitoba containing at least one Barred Owl (Strix varia).
0 percent conifer < 51 percent conifer > 50 percent conifer 100 percent conifer 1
80.4 172.8 35.8 71.8
95 percent C.I. S.D.
27.4 45.5 17.2 36.4
73.9 122.8 46.4 98.2
Conifer = all conifers except tamarack (Larix laricina)
within a mosaic of forest stand types may indeed provide useful habitat. Perhaps the relevance of the tree species composition variable to the predictive ability of the Barred Owl model is minimal. Trembling aspen (Populus tremuloides) dominated stands had the greatest mean area, followed by black spruce (Picea mariana) and tamarack, respectively (table 4). The majority of Barred Owl nests found in North America were in deciduous trees, including aspen (Apfelbaum and Seelbach 1983, Duncan 1994). The relevance of black spruce to the Barred Owl is uncertain; in western Ontario (Van Ael 1996) and central Saskatchewan (Mazur 1997) it strongly avoided lowland black spruce associations. Conversely, anecdotal winter sightings of the Barred Owl in Saskatchewan were almost exclusively in black spruce bogs (W.C. Harris, pers. comm.). The HSI Model also emphasized the relative importance of white spruce as a source of nest structures (fig. 3), yet this species was not represented (table 4, appendix 2). However, this does not refute the Model’s prediction. White spruce is readily detectable from other conifers (except perhaps balsam fir) in aerial photographs, from which FRI data is derived, and is present in the study area, but likely at densities too low (< 10 percent stand volume) to be included in a stand’s tree species composition code (G. Peterson, pers. comm.). While no conclusions about habitat selection can be made from this information, it is interesting to note that the dominant forest cover types (table 4, appendix 2) are often associated with moist sites. Such sites are
Table 4.—Mean area (ha) represented by dominant tree species composition for a series of 28 circular 314 ha plots in southeastern Manitoba containing at least one Barred Owl (Strix varia). Dominant tree species composition
Mean area
95 percent C.I.
12.0 159.4 10.0
6.0 46.1 4.9
16.2 124.5 13.1
Black spruce dominated stands 100 percent black spruce 50 percent tamarack 50 percent jack pine >50 percent ash